> For the complete documentation index, see [llms.txt](https://docs.roboflow.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.roboflow.com/roboflow/roboflow-jp/datasets/dataset-versions/image-augmentation/augmentation-types/brightness-augmentation.md).

# Brightness Augmentation

画像の明るさにばらつきを加えて、照明やカメラ設定の変化に対してモデルをより頑健にします。選択した割合に応じて、画像を明るくする、暗くする、またはその両方を選べます。

## 例

<figure><img src="/files/b28b4f64a40941f3068ccf4a605d2b34d56af56e" alt=""><figcaption><p>元の画像</p></figcaption></figure>

<figure><img src="/files/fd391fa961c02432e2318bff7e7af08429445c6e" alt=""><figcaption><p>Brightness Augmentation を 10% 明るくに設定</p></figcaption></figure>

<figure><img src="/files/015926b512f43f0a960a6d39d5e350fb04ac67c9" alt=""><figcaption><p>Brightness Augmentation を 10% 暗くに設定</p></figcaption></figure>

## FAQ

<details>

<summary>明るさは露出とどう違いますか？</summary>

Brightness augmentation では、すべてのピクセルに一定の値を加えることで、画像全体を均一に明るくまたは暗くします。

Brightness は相対的な強度を考慮しません。影とハイライトが同じようにずれるため、コントラストが失われる可能性があります。

</details>


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